Instructions to use litert-community/Kev-4B-LiteRT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use litert-community/Kev-4B-LiteRT with LiteRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Kev-4B-LiteRT: row-prefill graphs L512/L1024/L2048 (fp16 FC + int8 embedding), pointer head, tokenizer, Python host, fixtures, conversion scripts, card
9f1eee5 verified Download examples/run_example.expected.json from litert-community/Kev-4B-LiteRT: direct link, hf CLI and curl.
- Browser
- Download file 709 Bytes
-
https://huggingface.co/litert-community/Kev-4B-LiteRT/resolve/main/examples/run_example.expected.json
- Command line
-
hf download hf://litert-community/Kev-4B-LiteRT/examples/run_example.expected.json
-
curl -L -o run_example.expected.json https://huggingface.co/litert-community/Kev-4B-LiteRT/resolve/main/examples/run_example.expected.json
709 Bytes
| { | |
| "model": "kev-latest", | |
| "answers": { | |
| "team": { | |
| "type": "choice", | |
| "choice": "billing", | |
| "confidence": 0.9477, | |
| "probabilities": { | |
| "billing": 0.9608, | |
| "shipping": 0.0117, | |
| "returns": 0.0147, | |
| "technical": 0.0128 | |
| } | |
| }, | |
| "deadline": { | |
| "type": "noul", | |
| "noul": 0.8813 | |
| }, | |
| "mood": { | |
| "type": "score", | |
| "score": 0.3022, | |
| "legend": { | |
| "0": "Calm", | |
| "1": "Annoyed", | |
| "2": "Angry" | |
| }, | |
| "probabilities": { | |
| "0": 0.7472, | |
| "1": 0.2034, | |
| "2": 0.0494 | |
| }, | |
| "confidence": 0.5467 | |
| } | |
| }, | |
| "usage": { | |
| "input_tokens": 216, | |
| "output_tokens": 190 | |
| } | |
| } | |